Li-ion battery parameters estimation using neural networks

This paper presents an offline parameters estimations for a Lithium-ion (Li-ion) battery. Neural Network (NN) has been used to estimate Li-ion battery parameters using an experimental charge and discharge tests at different temperatures between 24°C and 40°C provided by NASA [1].